16 citations · 20 across the 4 of their papers we have counts for
4 papers
Refactoring to Pythonic Idioms: A Hybrid Knowledge-Driven Approach Leveraging Large Language Models
Zejun Zhang, Zhenchang Xing, Xiaoxue Ren +2
Pythonic idioms are highly valued and widely used in the Python programming community. However, many Python users find it challenging to use Pythonic idioms. Adopting a rule-based…
From Misuse to Mastery: Enhancing Code Generation with Knowledge-Driven AI Chaining
Xiaoxue Ren, Xinyuan Ye, Dehai Zhao +2
Large Language Models (LLMs) have shown promising results in automatic code generation by improving coding efficiency to a certain extent. However, generating high-quality and reli…
API Usage Recommendation via Multi-View Heterogeneous Graph Representation Learning
Yujia Chen, Xiaoxue Ren, Cuiyun Gao +3
Developers often need to decide which APIs to use for the functions being implemented. With the ever-growing number of APIs and libraries, it becomes increasingly difficult for dev…
Characterizing and Mitigating Anti-patterns of Alerts in Industrial Cloud Systems
Tianyi Yang, Jiacheng Shen, Yuxin Su +3
Alerts are crucial for requesting prompt human intervention upon cloud anomalies. The quality of alerts significantly affects the cloud reliability and the cloud provider's busines…